├── Dataset ├── Final │ ├── df_final.csv │ ├── df_stocktwits_prepared_final.csv │ └── df_yfinance_BA_prepared.csv ├── df_stocktwits_full_BA.csv ├── df_stocktwits_prepared.csv ├── df_yfinance_2018_full_BA.csv ├── df_yfinance_full_AAPL.csv ├── df_yfinance_full_AXP.csv ├── df_yfinance_full_BA.csv ├── df_yfinance_full_CAT.csv ├── df_yfinance_full_CSCO.csv ├── df_yfinance_full_CVX.csv ├── df_yfinance_full_DIS.csv ├── df_yfinance_full_DOW.csv ├── df_yfinance_full_GS.csv ├── df_yfinance_full_HD.csv ├── df_yfinance_full_IBM.csv ├── df_yfinance_full_INTC.csv ├── df_yfinance_full_JNJ.csv ├── df_yfinance_full_JPM.csv ├── df_yfinance_full_KO.csv ├── df_yfinance_full_MCD.csv ├── df_yfinance_full_MMM.csv ├── df_yfinance_full_MRK.csv ├── df_yfinance_full_MSFT.csv ├── df_yfinance_full_NKE.csv ├── df_yfinance_full_PFE.csv ├── df_yfinance_full_PG.csv ├── df_yfinance_full_TRV.csv ├── df_yfinance_full_UNH.csv ├── df_yfinance_full_UTX.csv ├── df_yfinance_full_V.csv ├── df_yfinance_full_VZ.csv ├── df_yfinance_full_WBA.csv ├── df_yfinance_full_WMT.csv └── df_yfinance_full_XOM.csv ├── Historical_Stock_Data ├── README.md ├── historical_stock_data_exploration.ipynb ├── historical_stock_data_preparation.py └── historical_stock_data_segmentation.ipynb ├── LICENSE ├── Microblog_Text_Data ├── README.md ├── Stocktwits_Data_Cleaning.ipynb ├── Stocktwits_Data_Preparation.py └── Stocktwits_Sentiment_Prediction_Join_Data.py ├── Prediction ├── README.md ├── SENN_prediction.ipynb ├── historical_stock_data_prediction.ipynb └── utils.py ├── README.md ├── SENN_Architecture.png ├── SENN_PPT.pptx ├── Supporting_Files ├── AFINN │ ├── AFINN-111.txt │ ├── AFINN-96.txt │ └── AFINN-README.txt ├── Bing-Liu-opinion-lexicon-English │ ├── Readme_Negative │ ├── Readme_Positive │ ├── negative-words.txt │ └── positive-words.txt ├── General Inquirer Lexicon │ ├── Readme │ └── inquirerbasic.csv ├── NRC-Sentiment-Emotion-Lexicons │ ├── AutomaticallyGeneratedLexicons │ │ └── NRC-Hashtag-Sentiment-Lexicon-v1.0 │ │ │ ├── HS-bigrams.txt │ │ │ ├── HS-pairs.txt │ │ │ ├── HS-unigrams.txt │ │ │ ├── Paper1_NRC_Hashtag_Sentiment_Lexicon.pdf │ │ │ ├── Paper2_NRC_Hashtag_Sentiment_Lexicon.pdf │ │ │ ├── Paper3_NRC_Hashtag_Sentiment_Lexicon.pdf │ │ │ ├── readme.txt │ │ │ └── sentiment-hashtags.txt │ └── README.txt ├── PMI_df.csv ├── SentiWordNet │ ├── Readme │ └── SentiWordNet_3.0.0.txt ├── df_train_final.csv ├── emnlp_dict.txt ├── model_CNN_W2V.h5 ├── model_Ensemble.h5 ├── model_LSTM_W2V.h5 ├── model_MLP.h5 ├── model_MLP_W2V_Sentence_Vector.h5 ├── rf_1_gram_df.csv ├── rf_2_gram_df.csv ├── rf_3_gram_df.csv └── rf_4_gram_df.csv ├── data_scraping_stocktwits.py └── data_scraping_yfinance.py /Dataset/Final/df_final.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisowen6/SENN/HEAD/Dataset/Final/df_final.csv -------------------------------------------------------------------------------- /Dataset/Final/df_stocktwits_prepared_final.csv: 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